Soft Computing: With MATLAB Programming - Softcover

Padhy, N P

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Softcover
ISBN 10: 0199455422 ISBN 13: 9780199455423
Publisher: Oxford University Press, USA, 2015

Synopsis

Beginning with an overview of intelligent soft computing, the book offers exhaustive coverage of artificial neural networks (ANN), discussing in detail ANN tracking in all the three generations of neural networks and their developments. This is followed by detailed chapters discussing fuzzy logic features and applications. The chapter on genetic algorithms then explains various GA operators such as crossover and mutation with suitable examples and illustrations. Finally, swarm intelligent systems are illustrated in detail, also discussing the engineering applications of particle swarm intelligent systems. MATLAB codes have been used throughout the text to illustrate the applications of the concepts discussed.

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About the Author

N.P. Padhy is currently a professor in the Department of Electrical Engineering, Indian Institute of Technology, Roorkee, and a Chair Professor of NEEPCO (North East Electric Power Company). He is a fellow of INAE (2014) and IET (2014), and has also been awarded BOYSCAST fellowship (2005) and Humboldt experienced research fellowship (2009). His research interest is mainly in the area of Soft Computing applications to Power System Engineering. S.P. Simon is currently Assistant Professor, Department of Electrical and Electronics Engineering, National Institute of Technology, Tiruchirappalli. His research focuses on developing intelligent models using soft computing tools in the field of Power System Engineering.

"About this title" may belong to another edition of this title.

Publisher
Oxford University Press, USA
Publication date
2015
Language
English
ISBN 10 
0199455422
ISBN 13 
9780199455423
Binding
Paperback
Number of pages
550
Rating
  • 3.89 out of 5 stars
    9 ratings by Goodreads